Factual package intelligence from PyPI

total-agent-memory 12.4.0 package intelligence

Persistent memory MCP server for Claude Code, Codex CLI, Cursor and any MCP client: 46 tools — knowledge graph, temporal facts, procedural memory, episodic memory, AST ingest, pre-edit guard, auto-consolidating error capture

pip install total-agent-memory

Current version
12.4.0
Python requirement
>=3.10
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
1.7 MiB
Release history
3 releases with files
Median release cadence
5 days

total-agent-memory dependencies

PyPI declares 6 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. mcp >=1.0.0
  2. chromadb >=0.4.0
  3. sentence-transformers >=2.2.0
  4. transformers >=4.40
  5. FlagEmbedding >=1.2.10
  6. peft >=0.7.0

Compatibility and release files

total-agent-memory publishes 1 wheel and 1 source archive for version 12.4.0. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12, 3.13.

Release activity and sources

PyPI lists 3 releases with files. The first dated release is ; 3 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .